Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9481707 | 0.7905488 | 0.5718712 |
| bt | 0.9454268 | 0.7905488 | 0.4500172 |
| maxnet | 0.9423780 | 0.7524390 | NA |
| gam | 0.9314024 | 0.7399390 | 0.4522917 |
| glm | 0.9176829 | 0.7399390 | 0.4445732 |